Distribution of data and task instances in grid environments

A partition analyzer may be configured to designate a data partition within a database of a grid network, and to perform a mapping of the data partition to a task of an application, the application to be at least partially executed within the grid network. A provisioning manager may be configured to determine a task instance of the task, and to determine the data partition, based on the mapping, where the data partition may be stored at an initial node of the grid network. A processing node of the grid network having processing resources required to execute the task instance and a data node of the grid network having memory resources required to store the data partition may be determined. The task instance may be deployed to the processing node, and the data partition may be re-located from the initial node to the data node, based on the comparison.